Evidence map›Paper›PMID 41721064›Full record

ArticleAdvances in therapy2026

Hospital-Treated Severe Hypoglycemia in Type 1 Diabetes in the US: A Retrospective Claims-Based Study of Diabetes-Related Complications and Direct Medical Costs.

Adriana Boateng-Kuffour, Nanxin Li, Keval Chandarana, Vamshi Ruthwik Anupindi, Liang Chen, Michael Hull, Xiaoyu Zhou, Jason Gaglia, Mitch DeKoven, Beth Barber

Abstract read
In one paragraph

Article in Advances in therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Adriana Boateng-KuffourHealth Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA. Adriana_Boateng-Kuffour@vrtx.com.
Nanxin LiHealth Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA.
Keval ChandaranaHealth Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA.
Vamshi Ruthwik AnupindiIQVIA, Falls Church, VA, USA.
Liang ChenHealth Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA.
Michael HullIQVIA, Falls Church, VA, USA.
Xiaoyu ZhouIQVIA, Falls Church, VA, USA.
Jason GagliaJoslin Diabetes Center, Harvard Medical School, Boston, MA, USA.
Mitch DeKovenIQVIA, Falls Church, VA, USA.
Beth BarberHealth Economics and Outcomes Research, Vertex Pharmaceuticals Incorporated, 50 Northern Avenue, Boston, MA, 02210, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSevere hypoglycemic events (SHEs) impose substantial clinical and economic burden on people with type 1 diabetes (pwT1D), yet real-world data describing this burden remain limited in the U.S. hospital setting. This study examined T1D-related complications and direct medical costs in pwT1D hospitalized or treated in the emergency department (ED) for hypoglycemia.

methodsIQVIA's PharMetrics Plus database was used to identify adults with T1D who experienced at least 1 hypoglycemic event requiring an inpatient hospitalization or ED visit from April 2016-April 2020. The SHE date was defined as the date of the first hospital-treated SHE: a claim with a hypoglycemia diagnosis and an inpatient hospitalization or ED visit. Patients were followed up until the end of continuous enrollment or end of the study period (April 30, 2022). Prevalence of T1D-related complications were descriptively summarized, and all-cause direct medical costs were calculated as per-patient-per-year (PPPY). The study was conducted during a period of early adoption of advanced diabetes technologies, such as hybrid closed-loop systems, and only included direct medical costs, potentially underestimating total costs.

resultsAmong 4627 adults with T1D and hospital-treated SHEs, mean age was 41.4 years, 57.3% were male, and 93.4% had commercial insurance. Common comorbidities included hypertension (24.6%), anxiety (9.5%), and depression (9.3%). Prevalence of retinopathy, neuropathy, chronic kidney disease (any stage), coronary artery disease, and peripheral vascular disease were 38.6%, 38.6%, 17.7%, 13.2%, and 11.4%, respectively. Total all-cause direct medical costs averaged $52,849 PPPY in 2022 USD ($59,719 in 2025 USD), driven primarily by inpatient hospitalization (mean-$22,981 in 2022 USD, $25,968 in 2025 USD). Among patients with a hospitalization, mean (SD) number of hospitalizations (PPPY) were 1.5 (3.6) and the average length of stay per patient (PPPY) was 5.0 (20.7) days.

conclusionHigh T1D-related complication rates and elevated direct medical costs highlight the complexity of pwT1D who experienced hospital-treated SHEs.

Indexed as

Diabetes ComplicationsDiabetes Mellitus, Type 1Health Care CostsHospitalizationHypoglycemiaAdultEmergency Room VisitsEmergency Service, HospitalFemaleHumansHypoglycemic AgentsMaleMiddle AgedRetrospective StudiesUnited StatesHypoglycemic AgentsDiabetes-related complicationsHealthcare costsSevere hypoglycemic eventsType 1 diabetes

Identifiers

PMID41721064
PMCPMC13065539

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.